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mradermacher/Huihui-Qwen3.5-35B-A3B-abliterated-GGUF

mradermacher Qwen 35B GGUF MoE second-order 262K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m8
  • files 15
  • benchmarks 11 entries
  • hub_downloads_all_time 104,081
  • author_summary 3324 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of layer-wise ablation inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=mradermacher (M8 quantization producer, never originator)
  • is_gguf=1
  • base_model='huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated' (base is huihui-ai model (M3))
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
104K
20K last 30d - stable
Likes
20
Model age
7mo ago
created 2026-02-28
Downloads over time
Now111.7K→from0↑0%
041K81.9K122.9K0 on Feb 25111.7K on Oct 11FebAprJunAugOct
Feb 25 → Oct 11 · 73 snapshots · spans 228 days

Benchmarks

Benchmark Score Source
Entertainment 0.6 UGI
Hazardous 1.2 UGI
Natural Intelligence 16.49 UGI
Political lean -14.4% UGI
Sensitive-Info 9.99 UGI
SocPol 1.3 UGI
UGI 31.66 UGI
Willingness (10) 7.5 UGI
W10-Adherence 8 UGI
W10-Direct 7 UGI
Writing 26.28 UGI

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Variants by this author 2 formats · 31K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Languages
en
Quantizations
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf abliterated uncensored en base_model:huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
221 GB
Files
15
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-02-28 08:44

Files by quantization

Q8_0 2 files 34.9 GB
Huihui-Qwen3.5-35B-A3B-abliterated.Q8_0.gguf 34.4 GB 350e36a0 download
Huihui-Qwen3.5-35B-A3B-abliterated.mmproj-Q8_0.gguf 586 MB 2e9b4499 download
Q6_K 1 file 26.6 GB
Huihui-Qwen3.5-35B-A3B-abliterated.Q6_K.gguf 26.6 GB 53183100 download
Q5_K 2 files 45.4 GB
Huihui-Qwen3.5-35B-A3B-abliterated.Q5_K_M.gguf 23.1 GB 7edfc24c download
Huihui-Qwen3.5-35B-A3B-abliterated.Q5_K_S.gguf 22.3 GB d7646275 download
Q4_K 2 files 38.2 GB
Huihui-Qwen3.5-35B-A3B-abliterated.Q4_K_M.gguf 19.7 GB f3321b73 download
Huihui-Qwen3.5-35B-A3B-abliterated.Q4_K_S.gguf 18.5 GB ba2d32b1 download
IQ4 1 file 17.6 GB
Huihui-Qwen3.5-35B-A3B-abliterated.IQ4_XS.gguf 17.6 GB 070cbf10 download
Q3_K 3 files 46.6 GB
Huihui-Qwen3.5-35B-A3B-abliterated.Q3_K_L.gguf 16.8 GB 09515fe1 download
Huihui-Qwen3.5-35B-A3B-abliterated.Q3_K_M.gguf 15.6 GB 2103ab2d download
Huihui-Qwen3.5-35B-A3B-abliterated.Q3_K_S.gguf 14.1 GB 8f321741 download
Q2_K 1 file 11.9 GB
Huihui-Qwen3.5-35B-A3B-abliterated.Q2_K.gguf 11.9 GB b32f0542 download
F16 1 file 858 MB
Huihui-Qwen3.5-35B-A3B-abliterated.mmproj-f16.gguf 858 MB 5d16c59b download
Auxiliary files 2 files 6.80 KB
README.md 4.26 KB d5ad259f download
.gitattributes 2.54 KB 129b2cd8 download

README current version from Hugging Face


base_model: huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated
language:


About

static quants of https://huggingface.co/huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Huihui-Qwen3.5-35B-A3B-abliterated-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's
READMEs
for
more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF mmproj-Q8_0 0.7 multi-modal supplement
GGUF mmproj-f16 1.0 multi-modal supplement
GGUF Q2_K 12.9
GGUF Q3_K_S 15.3
GGUF Q3_K_M 16.9 lower quality
GGUF Q3_K_L 18.2
GGUF IQ4_XS 19.0
GGUF Q4_K_S 20.0 fast, recommended
GGUF Q4_K_M 21.3 fast, recommended
GGUF Q5_K_S 24.1
GGUF Q5_K_M 24.9
GGUF Q6_K 28.6 very good quality
GGUF Q8_0 37.0 fast, best quality

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

image.png

And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to
questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time.

README history 4 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-02-28auto-patch README.mdbc64b644.3 KB
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  2. 2026-02-28auto-patch README.md348221e4.1 KB
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  3. 2026-02-28auto-patch README.mde19bdc64 KB
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  4. 2026-02-28uploaded from nico1fc6e6ab387 B
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